Cloud computing has expanded beyond the original three-tier model of IaaS, PaaS, and SaaS, with FaaS and agentic-PaaS now forming five distinct service tiers in 2026. IaaS provides virtualized hardware where users manage…
A security researcher exploited five recently patched vulnerabilities in under 30 minutes each, with the fastest exploit taking just two minutes, using an LLM to assist with patch diff analysis. The researcher demonstrat…
SigNoz announced support for Mastra observability through OpenTelemetry, enabling developers to instrument AI applications and export traces for real-time monitoring of model performance, latency, error rates, and usage …
SigNoz now supports full observability for Ollama LLM workloads through OpenTelemetry, enabling developers to collect traces, logs, and metrics from local Python applications. The integration allows teams to correlate te…
SigNoz has released a guide for instrumenting Temporal workflow executions and AI agent patterns with OpenTelemetry, enabling real-time visibility through traces, logs, and metrics. The integration allows developers to m…
A team of researchers from Yale's Building AI Infrastructure class achieved a new speed record of 81.2 seconds on the modded-nanoGPT benchmark by introducing a learnable per-(layer, head) tanh(α) gate on Exclusive Self-A…
SigNoz has released a guide for monitoring Kubernetes CronJobs using its `k8s-infra` OpenTelemetry collection agent, which automatically captures pod logs and Job metrics without requiring extra configuration. The guide …
The end of the software era has begun, replaced by the "harness era" in which companies must domesticate powerful but wild AI through seven disciplines including context retrieval, tool integration, and orchestration loo…
Hugging Face researchers released a new method called delta weight sync that reduces the per-step weight transfer in asynchronous reinforcement learning from 1.2 GB to as little as 20 MB for a 0.6B parameter model. The t…
AI job displacement is already occurring, with Anthropic's 2025 Economic Index showing that artificial intelligence is being used most heavily for complex, high-wage cognitive work such as software development, legal res…
Enterprise AI costs are rising sharply as agentic workflows, reasoning models, and multi-step pipelines consume far more tokens than simple chat interfaces, with a single complex agent task using 5,000 to 50,000+ tokens …
Anthropic and Google have released competing managed agent platforms built around Claude and Gemini models respectively, with Anthropic prioritizing safety-constrained deep reasoning through its Model Context Protocol an…
Companies adopting AI tools are seeing individual productivity gains but failing to translate them into organizational learning, creating an "apprenticeship gap" where tacit knowledge about effective AI use remains invis…
After 100 hours of testing both tools on real projects, Claude Code outperforms OpenAI Codex for interactive, iterative coding tasks with response times under 90 seconds, while Codex excels at batch processing multiple c…
Google's AI Mode, a conversational search experience built on Gemini models, now allows business users to synthesize information from across the web into direct, cited answers for complex research questions. The tool ena…
Google's AI Mode, announced at Google I/O 2025 and powered by Gemini, replaces the traditional search results page with a conversational interface that reasons through complex queries and synthesizes answers from across …
NousResearch's Hermes agent setup and Anthropic's custom Claude Code configuration offer opposing approaches to building AI agents, with Hermes providing rapid local deployment through open-weight models while Claude Cod…
A new guide details how knowledge workers can build an AI-powered "second brain" knowledge base using automation workflows and AI agents. The system captures, organizes, and retrieves personal knowledge across four layer…
Shopify deployed its internal AI agent, River, exclusively in public Slack channels to make every interaction visible across the organization. The company designed the constraint to normalize AI use, teach employees thro…
A modular skill system for Claude Code solves the problem of one-off skills breaking at scale across multiple client projects. The system establishes a single source of truth for skills, commands, and tool definitions th…